ES2628079T3 - Procedimiento y sistema de estimación de la vida restante de un transformador - Google Patents
Procedimiento y sistema de estimación de la vida restante de un transformador Download PDFInfo
- Publication number
- ES2628079T3 ES2628079T3 ES12814599.2T ES12814599T ES2628079T3 ES 2628079 T3 ES2628079 T3 ES 2628079T3 ES 12814599 T ES12814599 T ES 12814599T ES 2628079 T3 ES2628079 T3 ES 2628079T3
- Authority
- ES
- Spain
- Prior art keywords
- transformer
- dissolved gases
- event
- amount
- polymerization
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 238000000034 method Methods 0.000 title claims abstract description 86
- 239000007789 gas Substances 0.000 claims abstract description 157
- CURLTUGMZLYLDI-UHFFFAOYSA-N Carbon dioxide Chemical compound O=C=O CURLTUGMZLYLDI-UHFFFAOYSA-N 0.000 claims abstract description 150
- 229910002092 carbon dioxide Inorganic materials 0.000 claims abstract description 75
- 239000001569 carbon dioxide Substances 0.000 claims abstract description 75
- UGFAIRIUMAVXCW-UHFFFAOYSA-N Carbon monoxide Chemical compound [O+]#[C-] UGFAIRIUMAVXCW-UHFFFAOYSA-N 0.000 claims abstract description 69
- 229910002091 carbon monoxide Inorganic materials 0.000 claims abstract description 69
- 238000006116 polymerization reaction Methods 0.000 claims abstract description 58
- 239000011810 insulating material Substances 0.000 claims abstract description 47
- 230000015556 catabolic process Effects 0.000 claims abstract description 33
- 238000006731 degradation reaction Methods 0.000 claims abstract description 33
- 238000012423 maintenance Methods 0.000 claims abstract description 25
- 230000004044 response Effects 0.000 claims abstract description 14
- 238000006243 chemical reaction Methods 0.000 claims abstract description 12
- 238000012545 processing Methods 0.000 claims abstract description 11
- 230000009467 reduction Effects 0.000 claims abstract description 11
- 230000032683 aging Effects 0.000 claims description 17
- 238000005259 measurement Methods 0.000 claims description 17
- 238000004891 communication Methods 0.000 claims description 12
- 238000009413 insulation Methods 0.000 claims description 6
- 238000004804 winding Methods 0.000 claims description 5
- 230000008569 process Effects 0.000 description 53
- 238000004458 analytical method Methods 0.000 description 46
- 238000010586 diagram Methods 0.000 description 41
- 239000003921 oil Substances 0.000 description 26
- 239000001913 cellulose Substances 0.000 description 14
- 229920002678 cellulose Polymers 0.000 description 14
- 230000002159 abnormal effect Effects 0.000 description 12
- 230000015572 biosynthetic process Effects 0.000 description 9
- 230000006870 function Effects 0.000 description 9
- 238000009434 installation Methods 0.000 description 8
- 239000012530 fluid Substances 0.000 description 5
- 239000003550 marker Substances 0.000 description 5
- 239000000123 paper Substances 0.000 description 5
- 230000000737 periodic effect Effects 0.000 description 5
- YLQBMQCUIZJEEH-UHFFFAOYSA-N Furan Chemical compound C=1C=COC=1 YLQBMQCUIZJEEH-UHFFFAOYSA-N 0.000 description 4
- 230000002411 adverse Effects 0.000 description 4
- WQZGKKKJIJFFOK-GASJEMHNSA-N Glucose Natural products OC[C@H]1OC(O)[C@H](O)[C@@H](O)[C@@H]1O WQZGKKKJIJFFOK-GASJEMHNSA-N 0.000 description 3
- HSFWRNGVRCDJHI-UHFFFAOYSA-N alpha-acetylene Natural products C#C HSFWRNGVRCDJHI-UHFFFAOYSA-N 0.000 description 3
- QVGXLLKOCUKJST-UHFFFAOYSA-N atomic oxygen Chemical compound [O] QVGXLLKOCUKJST-UHFFFAOYSA-N 0.000 description 3
- 150000002240 furans Chemical class 0.000 description 3
- 239000008103 glucose Substances 0.000 description 3
- 239000000463 material Substances 0.000 description 3
- VNWKTOKETHGBQD-UHFFFAOYSA-N methane Chemical compound C VNWKTOKETHGBQD-UHFFFAOYSA-N 0.000 description 3
- 239000002480 mineral oil Substances 0.000 description 3
- 235000010446 mineral oil Nutrition 0.000 description 3
- 230000003647 oxidation Effects 0.000 description 3
- 238000007254 oxidation reaction Methods 0.000 description 3
- 239000001301 oxygen Substances 0.000 description 3
- 229910052760 oxygen Inorganic materials 0.000 description 3
- 230000008439 repair process Effects 0.000 description 3
- 230000035882 stress Effects 0.000 description 3
- OTMSDBZUPAUEDD-UHFFFAOYSA-N Ethane Chemical compound CC OTMSDBZUPAUEDD-UHFFFAOYSA-N 0.000 description 2
- 230000001133 acceleration Effects 0.000 description 2
- 230000005540 biological transmission Effects 0.000 description 2
- 125000004122 cyclic group Chemical group 0.000 description 2
- 238000007405 data analysis Methods 0.000 description 2
- 230000006866 deterioration Effects 0.000 description 2
- 238000004868 gas analysis Methods 0.000 description 2
- 238000002309 gasification Methods 0.000 description 2
- 239000007788 liquid Substances 0.000 description 2
- 238000012806 monitoring device Methods 0.000 description 2
- 239000000047 product Substances 0.000 description 2
- 238000005070 sampling Methods 0.000 description 2
- 238000012360 testing method Methods 0.000 description 2
- VGGSQFUCUMXWEO-UHFFFAOYSA-N Ethene Chemical compound C=C VGGSQFUCUMXWEO-UHFFFAOYSA-N 0.000 description 1
- 239000005977 Ethylene Substances 0.000 description 1
- UFHFLCQGNIYNRP-UHFFFAOYSA-N Hydrogen Chemical compound [H][H] UFHFLCQGNIYNRP-UHFFFAOYSA-N 0.000 description 1
- 238000013459 approach Methods 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 239000004020 conductor Substances 0.000 description 1
- 238000013479 data entry Methods 0.000 description 1
- 239000007857 degradation product Substances 0.000 description 1
- 230000001419 dependent effect Effects 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 238000010616 electrical installation Methods 0.000 description 1
- 238000010292 electrical insulation Methods 0.000 description 1
- 125000002534 ethynyl group Chemical group [H]C#C* 0.000 description 1
- 238000002474 experimental method Methods 0.000 description 1
- 238000010438 heat treatment Methods 0.000 description 1
- 239000001257 hydrogen Substances 0.000 description 1
- 229910052739 hydrogen Inorganic materials 0.000 description 1
- 230000007062 hydrolysis Effects 0.000 description 1
- 238000006460 hydrolysis reaction Methods 0.000 description 1
- 239000002655 kraft paper Substances 0.000 description 1
- 238000013021 overheating Methods 0.000 description 1
- 229920000642 polymer Polymers 0.000 description 1
- 238000004886 process control Methods 0.000 description 1
- 238000000197 pyrolysis Methods 0.000 description 1
- 230000011664 signaling Effects 0.000 description 1
- 239000007787 solid Substances 0.000 description 1
- 238000003878 thermal aging Methods 0.000 description 1
- 238000012800 visualization Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/12—Testing dielectric strength or breakdown voltage ; Testing or monitoring effectiveness or level of insulation, e.g. of a cable or of an apparatus, for example using partial discharge measurements; Electrostatic testing
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B23/00—Testing or monitoring of control systems or parts thereof
- G05B23/02—Electric testing or monitoring
- G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
- G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
- G05B23/0283—Predictive maintenance, e.g. involving the monitoring of a system and, based on the monitoring results, taking decisions on the maintenance schedule of the monitored system; Estimating remaining useful life [RUL]
-
- H—ELECTRICITY
- H01—ELECTRIC ELEMENTS
- H01F—MAGNETS; INDUCTANCES; TRANSFORMERS; SELECTION OF MATERIALS FOR THEIR MAGNETIC PROPERTIES
- H01F27/00—Details of transformers or inductances, in general
- H01F27/40—Structural association with built-in electric component, e.g. fuse
- H01F27/402—Association of measuring or protective means
Landscapes
- Engineering & Computer Science (AREA)
- Power Engineering (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Housings And Mounting Of Transformers (AREA)
- Testing Electric Properties And Detecting Electric Faults (AREA)
- Investigating Or Analyzing Materials By The Use Of Electric Means (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US13/186,140 US8781756B2 (en) | 2011-07-19 | 2011-07-19 | Method and system for estimating transformer remaining life |
| US201113186140 | 2011-07-19 | ||
| PCT/US2012/046926 WO2013012804A1 (en) | 2011-07-19 | 2012-07-16 | Method and system for estimating transformer remaining life |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| ES2628079T3 true ES2628079T3 (es) | 2017-08-01 |
Family
ID=47556370
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| ES12814599.2T Active ES2628079T3 (es) | 2011-07-19 | 2012-07-16 | Procedimiento y sistema de estimación de la vida restante de un transformador |
Country Status (7)
| Country | Link |
|---|---|
| US (1) | US8781756B2 (pl) |
| EP (1) | EP2735011B1 (pl) |
| KR (1) | KR20140041568A (pl) |
| CN (1) | CN103828007A (pl) |
| ES (1) | ES2628079T3 (pl) |
| PL (1) | PL2735011T3 (pl) |
| WO (1) | WO2013012804A1 (pl) |
Families Citing this family (26)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US8744780B2 (en) * | 2012-04-27 | 2014-06-03 | Filtersmarts, Inc. | Detector for clogged filters |
| US9639104B2 (en) * | 2012-10-16 | 2017-05-02 | Varentec, Inc. | Methods and systems of network voltage regulating transformers |
| US9513275B2 (en) * | 2013-03-14 | 2016-12-06 | Waukesha Electric Systems, Inc. | System and process of utilizing oil quality analysis and dissolved gas analysis to detect early stage problems in oil filled electrical apparatuses |
| KR101438158B1 (ko) | 2013-03-21 | 2014-09-05 | 연세대학교 산학협력단 | 변압기의 수명 예측 방법 및 장치 |
| CN103323718B (zh) * | 2013-06-27 | 2015-06-17 | 成都高斯电子技术有限公司 | 一种容性高压设备绝缘老化诊断试验系统及其工作方法 |
| CN105527554A (zh) * | 2014-07-16 | 2016-04-27 | 曹新民 | 可分级别预警的输电变压器控制系统 |
| WO2016066373A1 (en) | 2014-10-27 | 2016-05-06 | Landis+Gyr (Europe) Ag | A method, system and assembly for determining a reduction of remaining service lifetime of an electrical device during a specific time period of operation of the electrical device |
| CN105699792B (zh) * | 2014-11-25 | 2018-08-17 | 国网辽宁省电力有限公司丹东供电公司 | 一种配网变压器油箱剩余寿命预测方法及装置 |
| CN105954603A (zh) * | 2016-04-11 | 2016-09-21 | 重庆大学 | 一种变压器剩余寿命评估方法 |
| JP6785613B2 (ja) * | 2016-10-13 | 2020-11-18 | 株式会社日立製作所 | エステル油入り電気機器、エステル油入り変圧器及びエステル油中に含まれるアルデヒド化合物の分析方法 |
| CN106771862B (zh) * | 2016-12-08 | 2019-01-01 | 国网浙江省电力公司 | 一种网格与空间距离相结合的采集异常故障点聚合方法 |
| KR101908373B1 (ko) | 2017-03-10 | 2018-10-17 | 한국전력공사 | 변압기 수소 가스 감시 시스템, 장치 및 방법 |
| CN107065568B (zh) * | 2017-05-26 | 2020-04-28 | 广州供电局有限公司 | 一种基于粒子群支持向量机的变压器故障诊断方法 |
| CN107944571B (zh) * | 2017-11-09 | 2021-12-21 | 华北电力大学（保定） | 一种电力变压器剩余使用寿命预测方法 |
| US11128936B2 (en) * | 2019-04-04 | 2021-09-21 | Mark D. Matlin | Thermal transmitting indicator |
| CN110763942B (zh) * | 2019-11-18 | 2021-12-31 | 许继变压器有限公司 | 一种干式变压器剩余寿命的检测方法及装置 |
| US11295253B2 (en) * | 2019-12-03 | 2022-04-05 | Copperleaf Technologies Inc. | Method and apparatus for asset management |
| CN111799888A (zh) * | 2020-07-14 | 2020-10-20 | 上海华建电力设备股份有限公司 | 一种变电站综合自动化系统 |
| US11563320B2 (en) * | 2020-07-20 | 2023-01-24 | Onepredict Co., Ltd. | Apparatus and method for determining transformer state based on correction of dissolved gas data |
| KR102520723B1 (ko) * | 2020-07-20 | 2023-04-12 | 주식회사 원프레딕트 | 유중 가스 데이터 보정을 기반으로 한 변압기 상태 결정 방법 및 이러한 방법을 사용하는 장치 |
| CN113033882B (zh) * | 2021-03-09 | 2022-05-17 | 浙江零跑科技股份有限公司 | 一种车载电子系统剩余寿命预测方法 |
| CN113011103B (zh) * | 2021-04-06 | 2022-05-03 | 南京机电职业技术学院 | 一种多维信息融合的电力变压器寿命预测模型 |
| JP7801955B2 (ja) * | 2022-06-15 | 2026-01-19 | 三菱電機株式会社 | 変圧器の診断装置および変圧器の診断方法 |
| CN117250456B (zh) * | 2023-11-20 | 2024-01-30 | 山东海鲲数控设备有限公司 | 一种变压器绝缘状态监测系统 |
| CN120145818B (zh) * | 2025-02-20 | 2025-12-26 | 中国电器科学研究院股份有限公司 | 一种适用于应力波动影响下的电器元件剩余寿命评估方法 |
| CN120178053B (zh) * | 2025-05-23 | 2025-08-05 | 吉林大学 | 一种基于深度学习的锂电池荷电状态及寿命联合预测方法 |
Family Cites Families (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US4799166A (en) | 1986-04-28 | 1989-01-17 | Mitsubishi Denki Kabushiki Kaisha | Apparatus for automatically analyzing gases in oil |
| JP3157374B2 (ja) * | 1993-12-13 | 2001-04-16 | 三菱電機ビルテクノサービス株式会社 | 油入変圧器の残存寿命診断装置 |
| EP0930625B1 (en) * | 1997-06-03 | 2002-01-02 | Mitsubishi Denki Kabushiki Kaisha | Method for evaluating deterioration of insulating paper |
| US6289716B1 (en) * | 1998-08-19 | 2001-09-18 | Electric Power Research Institute, Inc. | Method for on-line assessment and indication of transformer conditions |
| US6446027B1 (en) * | 1999-09-17 | 2002-09-03 | General Electric Company | Intelligent analysis system and method for fluid-filled electrical equipment |
| JP4591899B2 (ja) * | 2000-01-26 | 2010-12-01 | ユカインダストリーズ株式会社 | 油入電気機器の寿命診断方法 |
| US6928861B1 (en) | 2000-03-17 | 2005-08-16 | Norman Rice | Method for a reliability assessment, failure prediction and operating condition determination of electric equipment |
| US6391096B1 (en) | 2000-06-09 | 2002-05-21 | Serveron Corporation | Apparatus and method for extracting and analyzing gas |
| US6526805B1 (en) | 2000-08-11 | 2003-03-04 | General Electric Co. | Apparatus for continuously determining volatile substances dissolved in insulating fluid |
| US6906630B2 (en) | 2001-02-28 | 2005-06-14 | General Electric Company | Transformer management system and method |
| DE10316424A1 (de) * | 2003-04-09 | 2004-10-21 | Abb Patent Gmbh | Verfahren und System zur systematischen Evaluation von Bewertungskenngrössen technischer Betriebsmittel |
| JP2005302794A (ja) | 2004-04-07 | 2005-10-27 | Hitachi Industrial Equipment Systems Co Ltd | 変圧器監視システム |
| US7636233B2 (en) * | 2005-08-12 | 2009-12-22 | Commonwealth Edison Co. | Multi-compartmental transformer and methods of maintenance therefor |
| US7647202B2 (en) | 2006-07-05 | 2010-01-12 | Arizona Public Service Company | Method for exception-based notification of the condition of an apparatus |
| US7747417B2 (en) * | 2007-08-06 | 2010-06-29 | Arizona Public Service Company | Method and system for transformer dissolved gas harmonic regression analysis |
| WO2009048972A1 (en) | 2007-10-09 | 2009-04-16 | Schweitzer Engineering Laboratories, Inc. | Transformer through-fault current monitor |
-
2011
- 2011-07-19 US US13/186,140 patent/US8781756B2/en active Active
-
2012
- 2012-07-16 WO PCT/US2012/046926 patent/WO2013012804A1/en not_active Ceased
- 2012-07-16 CN CN201280035471.5A patent/CN103828007A/zh active Pending
- 2012-07-16 PL PL12814599T patent/PL2735011T3/pl unknown
- 2012-07-16 KR KR1020137033756A patent/KR20140041568A/ko not_active Withdrawn
- 2012-07-16 ES ES12814599.2T patent/ES2628079T3/es active Active
- 2012-07-16 EP EP12814599.2A patent/EP2735011B1/en active Active
Also Published As
| Publication number | Publication date |
|---|---|
| US20130024131A1 (en) | 2013-01-24 |
| EP2735011B1 (en) | 2017-05-17 |
| CN103828007A (zh) | 2014-05-28 |
| US8781756B2 (en) | 2014-07-15 |
| EP2735011A4 (en) | 2015-04-08 |
| KR20140041568A (ko) | 2014-04-04 |
| WO2013012804A1 (en) | 2013-01-24 |
| PL2735011T3 (pl) | 2017-10-31 |
| EP2735011A1 (en) | 2014-05-28 |
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